A masked auto-regressive image editor plus CLIP-based reweighting yields modest anomaly-detection gains and a 5x faster defect synthesis than diffusion baselines.
Mvtec ad–a comprehensive real-world dataset for unsupervised anomaly detection
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Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection
A masked auto-regressive image editor plus CLIP-based reweighting yields modest anomaly-detection gains and a 5x faster defect synthesis than diffusion baselines.